ArticleAJR. American journal of roentgenology2016
Breast Imaging in the Era of Big Data: Structured Reporting and Data Mining.
Article in AJR. American journal of roentgenology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed.
- Editorial: Site specific imaging guidelines in head & neck, and skull base cancers.Frontiers in oncology · 2024Article
- Structured reporting in radiology enables epidemiological analysis through data mining: urolithiasis as a use case.Abdominal radiology (New York) · 2023Article
- Successes and challenges in extracting information from DICOM image databases for audit and research.The British journal of radiology · 2023Review
- A scoping review of natural language processing of radiology reports in breast cancer.Frontiers in oncology · 2023Article
- Quality Management of Pulmonary Nodule Radiology Reports Based on Natural Language Processing.Bioengineering (Basel, Switzerland) · 2022Article
- Ovarian cancer reporting lexicon for computed tomography (CT) and magnetic resonance (MR) imaging developed by the SAR Uterine and Ovarian Cancer Disease-Focused Panel and the ESUR Female Pelvic Imaging Working Group.European radiology · 2022Article
- A model for an undergraduate research experience program in quantitative sciences.Journal of statistics and data science education : an official journal of the of the American Statistical Association · 2022Article
- Correlation Analysis of Breast and Thyroid Nodules: A Cross-Sectional Study.International journal of general medicine · 2021Article
- Value of structured reporting in neuromuscular disorders.La Radiologia medica · 2019Article
- Is the whole larger than the sum of the parts? Integrated PET/MRI as a tool for response prediction.European journal of nuclear medicine and molecular imaging · 2018Article
- Structured reports of videofluoroscopic swallowing studies have the potential to improve overall report quality compared to free text reports.European radiology · 2018Article
- Usage of structured reporting in radiological practice: results from an Italian online survey.European radiology · 2017Article
- Imaging Informatics: 25 Years of Progress.Yearbook of medical informatics · 2016Article
- Role of US LI-RADS in the LI-RADS Algorithm.Radiographics : a review publication of the Radiological Society of North America, IncReview
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
Abstract
objectiveThe purpose of this article is to describe structured reporting and the development of large databases for use in data mining in breast imaging.
conclusionThe results of millions of breast imaging examinations are reported with structured tools based on the BI-RADS lexicon. Much of these data are stored in accessible media. Robust computing power creates great opportunity for data scientists and breast imagers to collaborate to improve breast cancer detection and optimize screening algorithms. Data mining can create knowledge, but the questions asked and their complexity require extremely powerful and agile databases. New data technologies can facilitate outcomes research and precision medicine.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.